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Interact."],"published-print":{"date-parts":[[2022,11,7]]},"abstract":"<jats:p>This paper reports on empirical work conducted to study perceptions of unfair treatment caused by automated computational systems. While the pervasiveness of algorithmic bias has been widely acknowledged, and perceptions of fairness are commonly studied in Human Computer Interaction, there is a lack of research on how unfair treatment by automated computational systems is experienced by users from disadvantaged and marginalised backgrounds. There is a need for more diversification in terms of the investigated users, domains, and tasks, and regarding the strategies that users employ to reduce harm. To unpack these issues, we ran a prescreened survey of 663 participants, oversampling those with at-risk characteristics. We collected occurrences and types of conflicts regarding unfair and discriminatory treatment and systems, as well as the actions taken towards resolving these situations. Drawing on intersectional research, we combine qualitative and quantitative approaches in order to highlight the nuances around power and privilege in the perceptions of automated computational systems. Among our participants, we discuss experiences of computational essentialism, attribute-based exclusion, and expected harm. We derive suggestions to address these perceptions of unfairness as they occur.<\/jats:p>","DOI":"10.1145\/3555546","type":"journal-article","created":{"date-parts":[[2022,11,11]],"date-time":"2022-11-11T22:58:54Z","timestamp":1668207534000},"page":"1-30","update-policy":"https:\/\/doi.org\/10.1145\/crossmark-policy","source":"Crossref","is-referenced-by-count":14,"title":["Intersectional Experiences of Unfair Treatment Caused by Automated Computational Systems"],"prefix":"10.1145","volume":"6","author":[{"given":"Tom","family":"van Nuenen","sequence":"first","affiliation":[{"name":"King's College London, London, United Kingdom"}]},{"given":"Jose","family":"Such","sequence":"additional","affiliation":[{"name":"King's College London, London, United Kingdom"}]},{"given":"Mark","family":"Cote","sequence":"additional","affiliation":[{"name":"King's College London, London, United Kingdom"}]}],"member":"320","published-online":{"date-parts":[[2022,11,11]]},"reference":[{"key":"e_1_2_1_1_1","volume-title":"Robinson","author":"Abebe Rediet","year":"2020","unstructured":"Rediet Abebe , Solon Barocas , Jon Kleinberg , Karen Levy , Manish Raghavan , and David G . 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Psychological bulletin 59, 4","author":"Flanagan John","year":"1954","unstructured":"John Flanagan . 1954. The critical incident technique. Psychological bulletin 59, 4 ( 1954 ), 257--72. http:\/\/www.ncbi. nlm.nih.gov\/pubmed\/19586159 John Flanagan. 1954. The critical incident technique. Psychological bulletin 59, 4 (1954), 257--72. http:\/\/www.ncbi. nlm.nih.gov\/pubmed\/19586159"},{"key":"e_1_2_1_45_1","doi-asserted-by":"publisher","DOI":"10.1093\/acprof:oso\/9780198237907.001.0001"},{"key":"e_1_2_1_47_1","doi-asserted-by":"publisher","DOI":"10.1145\/214427.214429"},{"volume-title":"The Oxford handbook of ethics of aI","author":"Gebru Timnit","key":"e_1_2_1_48_1","unstructured":"Timnit Gebru . 2020. Race and gender . In The Oxford handbook of ethics of aI . Oxford University Press , Oxford , 251--269. Timnit Gebru. 2020. Race and gender. In The Oxford handbook of ethics of aI. Oxford University Press, Oxford, 251--269."},{"volume-title":"Algorithmic discrimination in Europe","author":"Gerards Janneke","key":"e_1_2_1_49_1","unstructured":"Janneke Gerards and Rapha\u00eble Xenidis . 2021. Algorithmic discrimination in Europe . Publications Office of the European Union ? Luxembourg. 192 pages. Janneke Gerards and Rapha\u00eble Xenidis. 2021. Algorithmic discrimination in Europe. Publications Office of the European Union? Luxembourg. 192 pages."},{"key":"e_1_2_1_50_1","doi-asserted-by":"publisher","DOI":"10.1145\/3292500.3330691"},{"volume-title":"Media Technologies: Essays on Communication, Materiality, and","author":"Gillespie Tarleton","key":"e_1_2_1_51_1","unstructured":"Tarleton Gillespie . 2012. The relevance of algorithms . In Media Technologies: Essays on Communication, Materiality, and Society, Tarleton Gillespie , Pablo Boczkowski, and Kirsten Foot (Eds.). MIT press , Cambridge, 167--194. Tarleton Gillespie. 2012. The relevance of algorithms. In Media Technologies: Essays on Communication, Materiality, and Society, Tarleton Gillespie, Pablo Boczkowski, and Kirsten Foot (Eds.). MIT press, Cambridge, 167--194."},{"volume-title":"The Discovery of Grounded Theory: Strategies for Qualitative Research","author":"Glaser Barney G","key":"e_1_2_1_52_1","unstructured":"Barney G Glaser and Anselm L Strauss . 1967. The Discovery of Grounded Theory: Strategies for Qualitative Research . Transaction Publishers , New Brunswick and London. https:\/\/doi.org\/10.2307\/2575405 arXiv:9809069v1 [arXiv:gr-qc] 10.2307\/2575405 Barney G Glaser and Anselm L Strauss. 1967. The Discovery of Grounded Theory: Strategies for Qualitative Research. 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